Kartik Anand's repositories
actionformer_release
Code release for ActionFormer (ECCV 2022)
alphafold
Open source code for AlphaFold.
alphafold2
To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released
CALS
Code for our method CALS (Class Adaptive Label Smoothing) for network calibration. To Appear at CVPR 2023. Paper: https://arxiv.org/abs/2211.15088
cityscapes-c
Corrupt Cityscapes Dataset
CTKD
[AAAI 2023] Code for "Curriculum Temperature for Knowledge Distillation"
cython
The most widely used Python to C compiler
DDSM_FND_certainty_heatmaps
Just for visualization purposes.
DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
FocalNet
[NeurIPS 2022] Official code for "Focal Modulation Networks"
FocalNet-DINO
This repo contains the code and configuration files for reproducing object detection results of FocalNets with DINO
gan-papers
This repository will contain tensorflow implementations of GAN papers since 2014
KRD
Code for ICML 2023 paper "Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs"
LS-KD-compatibility
[ICML 2022] This work investigates the compatibility between label smoothing (LS) and knowledge distillation (KD). We suggest to use an LS-trained teacher with a low-temperature transfer to render high performance students.
MDCA-Calibration
[CVPR 2022] Official code for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration"
MRT-release
Official implementation of paper: Masked Retraining Teacher-student Framework for domain adaptive object detection.
Music-Generation-Models
This Repository will contains some of the music generation models proposed in the literature
PS-KD-Pytorch
Official PyTorch implementation of PS-KD
RFN
Industria Scene Text Detection